Advanced Cooling Technologies, Inc. is a manufacturing company based in the United States, specializing in industrial machinery and equipment, as well as consumer goods. Founded in 2003, the company employs between 11 and 50 individuals and has reported revenue of approximately $13.58 million. The company is involved in the development and application of thermal management solutions, with a focus on engineering and scientific processes. Notably, their research includes the use of advanced machine learning techniques, specifically the XGBoost algorithm, to predict heat transfer coefficients in liquid cold plates. This approach utilizes computational fluid dynamics to enhance the accuracy of performance analysis in thermal management systems. Additionally, Advanced Cooling Technologies has published a case study that outlines their solutions and expertise in the field. The company operates within diverse sectors, including aerospace and defense, indicating a broad scope of applications for their products and research initiatives.